Lesion detection is a fundamental problem in the computer-aided diagnosis scheme for mammography. The advance of deep learning techniques have made remarkable progress this task, provided that training data are large and sufficiently diverse terms image style quality. In particular, diversity may be majorly attributed to vendor factor. However, collection mammograms from vendors as many possibl...